{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Import Overlay\n",
    "导入Overlay"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/javascript": [
       "\n",
       "require(['notebook/js/codecell'], function(codecell) {\n",
       "  codecell.CodeCell.options_default.highlight_modes[\n",
       "      'magic_text/x-csrc'] = {'reg':[/^%%microblaze/]};\n",
       "  Jupyter.notebook.events.one('kernel_ready.Kernel', function(){\n",
       "      Jupyter.notebook.get_cells().map(function(cell){\n",
       "          if (cell.cell_type == 'code'){ cell.auto_highlight(); } }) ;\n",
       "  });\n",
       "});\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import pynq.lib.dma\n",
    "import numpy as np\n",
    "\n",
    "sumol = pynq.Overlay(\"sum.bit\")\n",
    "\n",
    "# dma = overlay.const_multiply.multiply_dma\n",
    "# multiply = overlay.const_multiply.multiply\n",
    "\n",
    "dma = sumol.axi_dma_0\n",
    "# s = sumol.sum_0"
   ]
  },
  {
   "attachments": {
    "Diagram.JPG": {
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    }
   },
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "![Diagram.JPG](attachment:Diagram.JPG)"
   ]
  },
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"
    }
   },
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "![Address%20Editor.JPG](attachment:Address%20Editor.JPG)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3\n",
      " 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3\n",
      " 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3\n",
      " 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3]\n",
      "[  3   6   9  12  15  18  21  24  27  30  33  36  39  42  45  48  51  54\n",
      "  57  60  63  66  69  72  75  78  81  84  87  90  93  96  99 102 105 108\n",
      " 111 114 117 120 123 126 129 132 135 138 141 144 147 150 153 156 159 162\n",
      " 165 168 171 174 177 180 183 186 189 192 195 198 201 204 207 210 213 216\n",
      " 219 222 225 228 231 234 237 240 243 246 249 252 255 258 261 264 267 270\n",
      " 273 276 279 282 285 288 291 294 297 300 303 306 309 312 315 318 321 324\n",
      " 327 330 333 336 339 342 345 348 351 354 357 360 363 366 369 372 375 378\n",
      " 381 384]\n"
     ]
    }
   ],
   "source": [
    "from pynq import Xlnk\n",
    "\n",
    "xlnk = Xlnk()\n",
    "in_buffer = xlnk.cma_array(shape=(128,), dtype=np.int32)\n",
    "out_buffer = xlnk.cma_array(shape=(128,), dtype=np.int32)\n",
    "\n",
    "for i in range(128):\n",
    "    in_buffer[i] = 3;\n",
    "\n",
    "dma.sendchannel.transfer(in_buffer)\n",
    "dma.recvchannel.transfer(out_buffer)\n",
    "# dma.sendchannel.wait()\n",
    "# dma.recvchannel.wait()\n",
    "\n",
    "print(in_buffer)\n",
    "print(out_buffer)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# drawing\n",
    "画图"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[<matplotlib.lines.Line2D at 0xabeb61b0>]"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0xad88b350>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0xabf079f0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import pylab as py\n",
    "import scipy as scipy\n",
    "import matplotlib.pyplot as plt\n",
    "import scipy.fftpack\n",
    "import numpy.fft\n",
    "\n",
    "\n",
    "fig1 = plt.figure()\n",
    "ax1 = fig1.gca()\n",
    "plt.plot(in_buffer)\n",
    "\n",
    "fig2 = plt.figure()\n",
    "ax2 = fig2.gca()\n",
    "\n",
    "plt.plot(out_buffer)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.6.5"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
